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MLflow 3.0: Unified AI Experimentation, Observability, and Governance
Published: June 11, 2025 Announcements12 min read by Corey Zumar, Eric Peter, Alkis Polyzotis, Cathy Yin, Ian Ackerman, Nikhil Thorat, Ben Wilson, Maheswaran Venkatachalam, Matei Zaharia, Patrick Wendell and Akhil Gupta Summary MLflow 3.0 unifies traditional ML, deep learning, and GenAI development in a single platform, eliminating the need for separate specialized tools New GenAI capabilities include production-scale tracing, revamped quality evaluation experience, feedback collection APIs...
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